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WI/IAT 2021: Hybrid Event / Melbourne, Australia
- Jing He, Rainer Unland, Eugene Santos Jr., Xiaohui Tao, Hemant Purohit, Willem-Jan van den Heuvel, John Yearwood, Jie Cao:
WI-IAT '21: IEEE/WIC/ACM International Conference on Web Intelligence, Melbourne VIC Australia, December 14 - 17, 2021. ACM 2021, ISBN 978-1-4503-9115-3
Keynote Speeches and Invited Talks
- Leslie G. Valiant:
How to Augment Learning with Reasoning? 1 - Joseph Sifakis:
Why is it so hard to make self-driving cars? (Trustworthy autonomous systems). 2 - Tom M. Mitchell:
Can We Replace Programming Languages by Natural Instruction? 3 - Frank van Harmelen:
Modular Design Patterns for Systems that Learn and Reason. 4 - Bryan Low:
Trusted Data Sharing - Incentivizing Collaboration and Rights to be Forgotten in Machine Learning. 5 - Athena Vakali:
Online Social Networks Bot Detection Services and Technologies: How can Social Bots be Detected in Today's Online Mistrusted Platforms? 6 - Xin Geng:
Unleash the Power of Label Space: Label Enhancement for Label Distribution Learning. 7
Chapter 1: Web of People
- Xiaobo Guo
, Yaojia Sun, Soroush Vosoughi:
Emotion-based Modeling of Mental Disorders on Social Media. 8-16 - Lu Gan, Diana Nurbakova, Léa Laporte, Sylvie Calabretto:
EMDKG: Improving Accuracy-Diversity Trade-Off in Recommendation with EM-based Model and Knowledge Graph Embedding. 17-24 - Huanhuan Yuan, Jian Yang, Jiajin Huang, Ning Zhong:
Probabilistic Embedding for Collaborative Reasoning. 25-31 - Zongxi Li
A Label Extension Schema for Improved Text Emotion Classification. 32-39 - Kyosuke Shimada, Kazuhiro Kazama, Mitsuo Yoshida
Analysis of Leading Communities Contributing to arXiv Information Distribution on Twitter. 40-47 - Nawaf Alharbi, Doina Caragea:
Cross-Domain Attentive Sequential Recommendations based on General and Current User Preferences (CD-ASR). 48-55 - Mounir M. Bendouch, Flavius Frasincar, Tarmo Robal
Addressing Scalability Issues in Semantics-Driven Recommender Systems. 56-63 - Tai-Jung Kan, Chia-Hui Chang
Home Appliance Review Analysis Via Adversarial Reptile. 64-70 - Arnav Kapoor, Rishi Raj Jain, Avinash Prabhu, Tanvi Karandikar, Ponnurangam Kumaraguru:
"I'll be back": Examining Restored Accounts On Twitter. 71-78 - Christin Katharina Kreutz, Krisztian Balog, Ralf Schenkel:
Diverse Reviewer Suggestion for Extending Conference Program Committees. 79-86 - Landy Rajaonarivo
Automatic Generation of Event Ontology from Social Network and Mobile Positioning Data. 87-94 - Lucas Santos de Oliveira, Marcelo Santos Amaral, Pedro O. S. Vaz de Melo:
Long-term Characterization of Political Communications on Social Media. 95-102 - Ewa Makowska-Tlomak
Evaluating a Sentiment Analysis Tool to Detect Digital Transformation Stress. 103-111 - Tanvi Karandikar, Avinash Prabhu, Avinash Tulasi, Arun Balaji Buduru, Ponnurangam Kumaraguru:
Efficient Representation of Interaction Patterns with Hyperbolic Hierarchical Clustering for Classification of Users on Twitter. 112-119 - Seiji Maekawa
Effective Candidate Selection and Interpretable Interest Extraction for Follower Prediction on Social Media. 120-127
Chapter 2: Web of Truest
- Razieh Nokhbeh Zaeem, Kai Chih Chang, Teng-Chieh Huang, David Liau, Wenting Song, Aditya Tyagi, Manah M. Khalil, Michael R. Lamison, Siddharth Pandey, K. Suzanne Barber:
Blockchain-Based Self-Sovereign Identity: Survey, Requirements, Use-Cases, and Comparative Study. 128-135 - Ryoya Furukawa, Daiki Ito, Yuta Takata, Hiroshi Kumagai, Masaki Kamizono, Yoshiaki Shiraishi, Masakatu Morii:
Fake News Detection via Biased User Profiles in Social Networking Sites. 136-145
Chapter 3: Web of Data
- Jan Klein, Sandjai Bhulai
Plusmine: Dynamic Active Learning with Semi-Supervised Learning for Automatic Classification. 146-153 - Maik Fröbe, Eric Oliver Schmidt, Matthias Hagen:
Efficient Query Obfuscation with Keyqueries. 154-161 - Mohamad Almgerbi, Andrea De Mauro
Improving Topic Modeling Performance through N-gram Removal. 162-169 - Claudia d'Amato, Pierpaolo Masella, Nicola Fanizzi:
An Approach Based on Semantic Similarity to Explaining Link Predictions on Knowledge Graphs. 170-177 - Nicholas Halliwell, Fabien Gandon
Linked Data Ground Truth for Quantitative and Qualitative Evaluation of Explanations for Relational Graph Convolutional Network Link Prediction on Knowledge Graphs. 178-185 - Chih-Ting Yeh, Zhe-Li Lin, Sheng-Chieh Lin, Jing-Kai Lou, Ming-Feng Tsai, Chuan-Ju Wang:
A Learning Framework with Disposable Auxiliary Networks for Early Prediction of Product Success. 186-193 - Carlos Abel Córdova Sáenz, Karin Becker:
Assessing the use of attention weights to interpret BERT-based stance classification. 194-201 - Vincent Claveau:
Neural text generation for query expansion in information retrieval. 202-209 - Thi-Huyen Nguyen
On the Impact of Dataset Size: A Twitter Classification Case Study. 210-217 - Shuai Tang, Xiaofeng Zhang:
CADPP: An Effective Approach to Recommend Attentive and Diverse Long-tail Items. 218-225 - Mohammad Rashedul Hasan:
How to Churn Deep Contextual Models? 226-233 - Rémi Felin
Using Grammar-Based Genetic Programming for Mining Subsumption Axioms Involving Complex Class Expressions. 234-240 - Gabriele Sottocornola, Fabio Stella, Markus Zanker:
Counterfactual Contextual Multi-Armed Bandit to Diagnose Post-Harvest Diseases of Apple. 241-248 - Yanchang Zhao
A Framework for Duplicate Detection from Online Job Postings. 249-256 - Pei-Zhuang Wang, Jing He, Qi-Wei Kong, Shi Yong:
Tri-skill variant Simplex and strongly polynomial-time algorithm for linear programming. 257-261 - Noriaki Kawamae:
A Text Generation Model that Maintains the Order of Words, Topics, and Parts of Speech via Their Embedding Representations and Neural Language Models. 262-269 - Tuan Ha
Evolving Multi-view Autoencoders for Text Classification. 270-276 - Pedro Azevedo, Gil Rocha, Diego Esteves, Henrique Lopes Cardoso
Towards Better Evidence Extraction Methods for Fact-Checking Systems. 277-284 - Marina Andric, Iustina Ivanova
Climbing Route Difficulty Grade Prediction and Explanation. 285-292 - Zhao Li, Donghui Ding, Xuanwu Liu, Peng Zhang, Youxi Wu, Lingzhou Ma:
TTNet: Tabular Transfer Network for Few-samples Prediction. 293-301 - François Torregrossa, Robin Allesiardo, Vincent Claveau, Guillaume Gravier:
Unsupervised Tree Extraction in Embedding Spaces for Taxonomy Induction. 302-309 - Benjamin Duppe
Combining Machine Learning With Inductive Logic Learning To Detect Deviations From Daily Routines In Ambient Intelligent Environments. 310-317 - Yasunobu Sumikawa:
Event Causal Relationship Retrieval. 318-325 - Yu-Hao Wu, Chia-Hui Chang
Multi-Task Neural Sequence Labeling for Zero-Shot Cross-Language Boilerplate Removal. 326-334 - Tianxing Wang, Can Wang
Clustering-based Location Authority Deep Model in the Next Point-of-Interest Recommendation. 335-342 - Miguel Teixeira, Ana Paula Rocha
Quantum Reinforcement Learning Applied to Board Games. 343-350 - Huanyu Bai, Zhilin Huang, Anran Hao, Siu Cheung Hui:
Gated Character-aware Convolutional Neural Network for Effective Automated Essay Scoring. 351-359
Chapter 4: Web of Agents
- Xiaohu Wu, Yihao Liu, Xueyan Tang, Wentong Cai, Funing Bai, Gilbert Khonstantine, Guopeng Zhao:
Multi-Agent Pickup and Delivery with Task Deadlines. 360-367 - Manisha Padala, Sankarshan Damle, Sujit Gujar:
Learning Equilibrium Contributions in Multi-project Civic Crowdfunding. 368-375 - Yair Vaknin, Amnon Meisels:
Local Maxima in ADCOPs via Side Payments. 376-381 - Manisha Padala, Sujit Gujar:
Mechanism Design without Money for Fair Allocations. 382-389 - Tim Baarslag, Tijmen Elfrink, Faria Nassiri Mofakham, Thimjo Koça, Michael Kaisers, Reyhan Aydogan
Bargaining Chips: Coordinating One-to-Many Concurrent Composite Negotiations. 390-397 - Hisashi Hayashi:
Comparing Decentralized Algorithms for Dynamic Task Sharing among Agents with Limited Resources. 398-405 - Guanhua Wang, Wuli Zuo, Mingyu Guo:
Redistribution in Public Project Problems via Neural Networks. 406-413 - Seth Fiawoo, John Anderson:
Balancing Team Membership and Independent Activity for Robots in Dangerous Domains. 414-421 - Sankarshan Damle, Aleksei Triastcyn, Boi Faltings, Sujit Gujar:
Differentially Private Multi-Agent Constraint Optimization. 422-429 - Sankarshan Damle, Boi Faltings, Sujit Gujar:
Blockchain-based Practical Multi-agent Secure Comparison and its Application in Auctions. 430-437
Chapter 5: Emerging Web in Health and Smart Living
- Wenting Song, Razieh Nokhbeh Zaeem, David Liau, Kai Chih Chang, Michael R. Lamison, Manah M. Khalil, K. Suzanne Barber:
Self-Sovereign Identity and User Control for Privacy-Preserving Contact Tracing. 438-445 - Yu-Ting Lin, Sheng-Lun Wei, Hen-Hsen Huang
Disease Classification on Admission and on Discharge with Residual CNN-Transformer. 446-452 - Chunpai Wang, Shaghayegh Sahebi, Helma Torkamaan:
STRETCH: Stress and Behavior Modeling with Tensor Decomposition of Heterogeneous Data. 453-462
Chapter 1: Web of People
- Sophie Gao, Yiu-Kai Ng:
Analyzing the Preferences and Personal Needs of Teenage Readers to Make Book Recommendations. 463-468 - Kinga Skorupska
AFFORCE: Actionable Framework for Designing Crowdsourcing Experiences for Older Adults. 469-475 - Tessai Hayama:
Analyzing Features of Passive Twitter's Users to Estimate Passive Twitter-User's Interests. 476-481 - Gaetano Manzo, Davide Calvaresi, Jean-Paul Calbimonte
Study of Context-based Personalized Recommendations for Points of Interest. 482-487 - Yoshimasa Ohmoto, Mineya Kaseda, Toyoaki Nishida:
Improvement of User's Attitude toward Decision-Making Task by Multimodal Implicit Expressions of Agent's Subjective Attitude. 488-493 - Ying-Jhe Tang, Hen-Hsen Huang
A Teacher-Student Approach to Cross-Domain Transfer Learning with Multi-level Attention. 494-499 - Yanyi Peng, Masato Kikuchi, Tadachika Ozono:
Online Classroom Evaluation System Based on Multi-Reaction Estimation. 500-505 - Amna Batool, Seng W. Loke, Niroshinie Fernando, Jonathan Kua:
Operationalizing Rule-Based Socio-Ethical Behaviour in IoT Collectives: a Policy Management Approach. 506-511 - Siu Hin Ng, Yen-Chun Huang, Sheng-Jie Lin, Yung-Chun Chang:
Context-dependent Features Fusion with BERT for Evaluating Multi-Turn Customer-Helpdesk Dialogues. 512-517 - Dongwoo Lim
Do you trust experts on Twitter?: Successful correction of COVID-19-related misinformation. 518-523 - Stefan van Berkum
Fine-Tuning for Cross-Domain Aspect-Based Sentiment Classification. 524-531 - Connor C. J. Hryhoruk, Carson K. Leung:
Interpretable Mining of Influential Patterns from Sparse Web. 532-537 - Futo Yamamoto, Yu Suzuki, Akiyo Nadamoto:
Extraction and Analysis of Regionally Specific Behavioral Facilitation Information in the Event of a Large-scale Disaster. 538-543 - Yuki Yamanaka, Kazunari Sugiyama
Generalized Negative Sampling for Implicit Feedback in Recommendation. 544-549
Chapter 2: Web of Truest
- Eint Sandi Aung
Segmentation-based Phishing URL Detection. 550-556 - George Vlahavas, Kostas Karasavvas, Athena Vakali:
Taking Another Look at the Use of Bloom Filters in Bitcoin. 557-562 - Argyris Constantinides, Christodoulos Constantinides, Marios Belk, Christos Fidas
Applying Benford's Law as an Efficient and Low-cost Solution for Verifying the Authenticity of Users' Video Streams in Learning Management Systems. 563-569
Chapter 3: Web of Things
- Arnaud Rosay
From CIC-IDS2017 to LYCOS-IDS2017: A corrected dataset for better performance. 570-575 - Tatiana Ermakova, Benjamin Fabian, David Alexander Fradin, Sebastian Gross:
A Framework for Internet Connectivity Risk Assessment Based on Graph Models. 576-581 - Mahda Noura, Martin Gaedke:
VOISMA: Indoor Location Identification for Voice-based Smart Home. 582-588
Chapter 4: Web of Data
- Weronika Stankiewicz, Katarzyna Baraniak, Marcin Sydow:
Bias detection in Wikipedia articles. A study on Polish and English Datasets. 589-594 - Feda Almuhisen
Sequential Patterns for Spatio-Temporal Traffic Prediction. 595-602 - Francesco Amedeo Emanuele Talarico, Marco Viviani:
Credible Text Summarization in Social Media. 603-610 - Felipe Moreno Vera, Bahram Lavi, Jorge Poco
Quantifying Urban Safety Perception on Street View Images. 611-616 - Antonia Ettorre, Anna Bobasheva, Catherine Faron
A systematic approach to identify the information captured by Knowledge Graph Embeddings. 617-622 - Weijian Li, Masato Kikuchi, Tadachika Ozono:
Product Information Browsing Support System Using Analytic Hierarchy Process. 623-628 - Yang Zhang, Qiang Ma
Recommending Multiple Positive Citations for Manuscript via Content-Dependent Modeling and Multi-Positive Triplet. 629-634 - Mohammad Sahand Parniani, Marek Z. Reformat:
Relation Extraction with Sentence Simplification Process and Entity Information. 635-640 - Huaze Xie, Da Li, Yuanyuan Wang
Visualization of POI Competitiveness Using Extracted Map Tiles from Social Media Response Since COVID-19. 641-646 - Diego Arcelli, Alina Elena Baia, Alfredo Milani, Valentina Poggioni:
Enhance while protecting: privacy preserving image filtering. 647-652 - Tien-Yi Jen, Hen-Hsen Huang
Recycling Numeracy Data Augmentation with Symbolic Verification for Math Word Problem Solving. 653-657 - Kohei Hatamoto, Soichiro Yokoyama, Tomohisa Yamashita, Hidenori Kawamura:
Analysis of the Effect of the Number of Bidders and Bidding Process on the End Price in a B2B Online Auction. 658-663 - Alexander Pinto-De la Gala
CURIOCITY Framework: Managing Heterogeneous Cultural Heritage Data. 664-669 - Lasse Kohlmeyer, Tim Repke
Novel Views on Novels: Embedding Multiple Facets of Long Texts. 670-675
Chapter 5: Web of Agents
- Marco Lanciotti, Catherine Escazut, Célia da Costa Pereira, Claudio Sartori, Emanuele Galasso:
An Agent Supporting Symptom Elicitation in Physician-Patient Dialogue. 676-681 - Davide Calvaresi, Stefan Eggenschwiler, Jean-Paul Calbimonte
A personalized agent-based chatbot for nutritional coaching. 682-687 - Ilya Khakhiashvili, Tal Grinshpoun, Lihi Dery:
Course Allocation with Friendships as an Asymmetric Distributed Constraint Optimization Problem. 688-693 - Hamed Rahimi, Iago Felipe Trentin, Fano Ramparany, Olivier Boissier:
Q-SMASH: Q-Learning-based Self-Adaptation of Human-Centered Internet of Things. 694-698
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